Latest in AI
在 Vercel 上構建高效的 MCP 伺服器★ 75
Vercel Changelog373 days agoTutorialAs the "Model Context Protocol" (MCP) proposed by Anthropic gradually becomes an open standard for connecting AI tools to external data sources, how to…
長 Prompt 如何阻塞其他請求？優化 LLM 推理效能與解決隊頭阻塞的關鍵策略★ 80
Hugging Face Blog374 days agoTutorialAs the context windows of large language models (LLMs) continue to expand — from the early 4k and 8k, to the now-common 32k and even 128k or more — users have…
Featherless AI 正式加入 Hugging Face 推理供應商（Inference Providers）★ 75
Hugging Face Blog374 days agoReleaseHugging Face officially announced a partnership with Featherless AI, a serverless GPU inference platform, integrating it into the Hugging Face Inference…
5 分鐘快速上手 Hugging Face Kernel Hub：GPU 加速算子託管新起點★ 78
Hugging Face Blog374 days agoReleaseThe Hugging Face official blog published a "Get Started with Hugging Face Kernel Hub in 5 Minutes" tutorial, formally introducing this new platform to the…
結合 NVIDIA 與 Hugging Face：如何為 LeRobot SO-101 機械手臂後訓練 Isaac GR00T N1.5 模型★ 75
Hugging Face Blog374 days agoTutorialAs embodied AI develops rapidly, deploying powerful robotics foundation models onto specific hardware has become a key challenge. NVIDIA and Hugging Face have…
設計與建構 Vercel Ship 大會平台：Next.js 與 Edge 技術的極致實踐★ 75
Vercel Changelog374 days agoTutorialVercel Ship is Vercel's annual flagship conference, and its online platform serves not only as the gateway to the event, but also as the ultimate showcase…
Hugging Face 聯手 NVIDIA 推出全新「訓練集群即服務」(Training Cluster as a Service)★ 85
Hugging Face Blog375 days agoReleaseHugging Face has announced a new partnership with AI chip giant NVIDIA, launching "Training Cluster as a Service" (TCaaS). The introduction of this service…
Vercel 推出新功能：可針對嚴重函數錯誤（Fatal Function Errors）篩選運行時日誌
Vercel Changelog375 days agoNew ToolCloud hosting and deployment platform Vercel has announced a practical update to improve the debugging experience for developers: it is now possible to filter…
Vercel 如何針對 LLM 與 AI 搜尋調整 SEO 策略★ 78
Vercel Changelog375 days agoOpinionAs generative AI search engines (such as ChatGPT Search, Perplexity, and Google AI Overviews) gradually reshape how users search for information, traditional…
如何撰寫 Google Veo 3 提示詞以獲得最佳影片生成效果：Replicate 專家指南★ 75
Replicate Blog376 days agoTutorialGoogle's Veo 3 is one of the most advanced video generation models available today, and it is now accessible on the Replicate platform. To help creators and…
Vercel Models API 推出 v0-1.5-md 與 v0-1.5-lg 模型 Beta 版★ 75
Vercel Changelog376 days agoReleaseVercel's official Changelog has announced an important update for v0 — its model designed specifically for frontend web and UI generation. The new versions…
構建安全的 AI Agent：Vercel 的安全防護指南與最佳實踐★ 80
Vercel Changelog376 days agoTutorialAs large language models (LLMs) have evolved, AI applications have moved beyond simple "question-and-answer conversations" toward "AI Agents" capable of…
Vercel AI Gateway Alpha 版新增「可觀測性」監控功能★ 75
Vercel Changelog376 days agoReleaseVercel recently made an important upgrade to its AI Gateway (currently still in Alpha testing), officially introducing "Observability" features. As an…
Vercel 宣布：使用 Claude Code 與 Cursor Agent 不再需要購買團隊席位 (Team Seat)★ 70
Vercel Changelog379 days agoReleaseVercel published an important update on June 6, 2025, announcing a major policy change regarding support for AI coding agent tools on its platform…
Hugging Face 推出 ScreenSuite：最全面的 GUI Agent 評估套件！★ 80
Hugging Face Blog380 days agoNew ToolAs artificial intelligence moves beyond simple "text-based conversation" into the era of Agents (intelligent agents) that actively execute tasks, enabling AI…
如何發揮 Google Veo 3 的最大潛力：Replicate 實測與實用技巧分享★ 75
Replicate Blog380 days agoTutorialGoogle's Veo series has long been a powerful contender in the AI video generation (text-to-video) space. With the release of the latest Google Veo 3 model, the…
Vercel 網域儀表板支援「預先生成 SSL 憑證」，實現零停機無縫遷移
Vercel Changelog380 days agoReleaseVercel recently introduced a practical new feature to its Domains dashboard: support for "Pre-generate SSL certs." This update is designed to address the brief…
Vercel Bot Protection 機器人防護功能正式啟用 (Generally Available)★ 75
Vercel Changelog380 days agoReleaseVercel has officially announced that its "Bot Protection" feature has reached General Availability (GA). This feature is designed to help applications deployed…
Vercel 實用主義至上：拒絕花拳繡腿的 AI Agent 開發指南★ 80
Vercel Changelog381 days agoOpinionIn the current wave of AI development, AI Agents are undoubtedly one of the hottest topics. However, Vercel points out that many developers fall into the trap…
從零開始在 nanoVLM 中實作 KV Cache★ 75
Hugging Face Blog382 days agoTutorialIn the inference process of large language models (LLMs) and vision-language models (VLMs), autoregressive decoding is a major performance bottleneck. Each…
Gemini 2.5 迎來全新突破：先進的語音對話與音訊生成功能★ 85
Google DeepMind Blog382 days agoReleaseGoogle DeepMind has announced that its latest-generation model, Gemini 2.5, has achieved new breakthroughs in AI-driven audio dialog and audio generation. This…
在 Arm 架構上實現即時 AI 聲音生成：賦予創意自由的個人工具
Hugging Face Blog382 days agoReleaseAs generative AI technology becomes more widespread, AI Sound Generation has become an indispensable part of modern multimedia creation, game development, and…
Hcompany 推出 Holo1：全新 GUI 自動化 VLM 家族，為智慧代理人 Surfer-H 提供強大動力★ 78
Hugging Face Blog382 days agoReleaseH (formerly Holistic AI), a highly regarded French AI startup, recently officially released a new family of vision-language models (VLMs) on the Hugging Face…
Vercel 推出全新防火牆挑戰指標（Firewall Challenge Metrics），提升安全防護可視性
Vercel Changelog382 days agoReleaseVercel recently announced in its changelog the official launch of new "Firewall Challenge Metrics." This new feature is designed to provide developers using…
讓 GPU 毫無閒置：利用 TRL 中協同部署的 vLLM 解鎖高效能強化學習訓練★ 85
Hugging Face Blog383 days agoReleaseIn the reinforcement learning from human feedback (RLHF) training process for large language models — whether PPO or the recently popular GRPO — there are…
SmolVLA：基於 LeRobot 社群數據訓練的高效視覺-語言-動作（VLA）模型★ 75
Hugging Face Blog383 days agoReleaseHugging Face has recently taken an important step in the field of embodied AI, officially launching **SmolVLA** — a lightweight Vision-Language-Action (VLA)…
FLUX.1 Kontext 社群應用大盤點：探索 AI 圖像「上下文生成」的全新創意
Replicate Blog384 days agoCommentary### FLUX.1 Kontext Sparks a New Wave of "In-Context Image Generation" Since Black Forest Labs introduced FLUX.1, this open-source image generation model has…
用 32 隻水獺看 AI 的近代發展史：三年來的視覺演進與技術飛躍
One Useful Thing (Mollick)384 days agoCommentaryUniversity of Pennsylvania Wharton School professor Ethan Mollick, in his well-known blog "One Useful Thing," published a visually striking and thoroughly…
Vercel 推出 v0 複合模型家族（composite model family），打造更強大的 AI 網頁生成體驗★ 85
Vercel Changelog384 days agoReleaseVercel has officially announced a new "composite model family" for v0, its AI-powered web generation tool. Since its launch, v0 has quickly become a favorite…
Vercel 推出更快速的登入流程並新增 Google 登入支援
Vercel Changelog386 days agoReleaseCloud hosting and frontend deployment platform Vercel announced a new update aimed at optimizing the login experience for developers. The core of this update…